PPaperPicks

Lingling Zhang

Xi'an Jiaotong University, School of Computer Science and Technology, Key Laboratory of Intelligent Networks and Network Security, Xi'an, China

24 papers at tracked venues · 23 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8136-8795 ↗Homepage ↗

Venues

ACL ×9AAAI ×4NeurIPS ×3CVPR ×2ACM MM ×1EMNLP ×1ICDE ×1SIGIR ×1SIGKDD ×1WWW ×1

Frequent coauthors

Jun Liu
×19
Xinyu Zhang
×10
Muye Huang
×7
Wenjun Wu
×6
Bifan Wei
×5
Yaqiang Wu
×5
Yanrui Wu
×4
Yuxuan Dong
×4
Qika Lin
×4
Yudai Pan
×3
Tianzhe Zhao
×3
Yifei Li
×3

Papers

  1. AGTAO: Robust and Stabilized LLM Unlearning via Adversarial Gating Training with Adaptive Orthogonality
    ACL 2026 ·
    Pengyu Li
    , Lingling Zhang,
    Zhitao Gao
    ,
    Yanrui Wu
    ,
    Yuxuan Dong
    ,
    Huan Liu
    ,
    Bifan Wei
    ,
    Jun Liu
  2. Dual-Cluster Memory Agent: Resolving Multi-Paradigm Ambiguity in Optimization Problem Solving
    ACL 2026 ·
    Xinyu Zhang
    ,
    Yuchen Wan
    ,
    Boxuan Zhang
    ,
    Zesheng Yang
    , Lingling Zhang,
    Bifan Wei
    ,
    Jun Liu
  3. Encode Geometric Diagram as Geo-Graph in Geometry Problem Solving
    AAAI 2026 ·
    Wenjun Wu
    , Lingling Zhang,
    Bo Zhao
    ,
    Bo Li
    ,
    Xinyu Zhang
    ,
    Yaqiang Wu
  4. G-HiRel: Enhancing the Adaption to Knowledge Updating for Large Language Model Reasoning
    ACL 2026 ·
    Yudai Pan
    ,
    Jiajie Hong
    ,
    Tianzhe Zhao
    ,
    Lingyun Song
    , Lingling Zhang,
    Yixin Chen
    ,
    Xuequn Shang
  5. Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents
    ACL 2026 ·
    Yifei Li
    ,
    Weidong Guo
    , Lingling Zhang,
    Rongman Xu
    ,
    Muye Huang
    ,
    Hui Liu
    ,
    Lijiao Xu
    ,
    Yu Xu
    ,
    Jun Liu
  6. MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning
    AAAI 2026 ·
    Jian Zhang
    ,
    Zhiyuan Wang
    ,
    Zhangqi Wang
    ,
    Fangzhi Xu
    ,
    Qika Lin
    , Lingling Zhang,
    Rui Mao
    ,
    Erik Cambria
    ,
    Jun Liu
  7. MAXS: Meta-Adaptive Exploration with LLM Agents
    ACL 2026 ·
    Jian Zhang
    ,
    Zhiyuan Wang
    ,
    Zhangqi Wang
    ,
    Yu He
    ,
    Haoran Luo
    ,
    Li Yuan
    , Lingling Zhang,
    Rui Mao
    ,
    Qika Lin
    ,
    Jun Liu
  8. OptiVerse: A Comprehensive Benchmark towards Optimization Problem Solving
    ACL 2026 ·
    Xinyu Zhang
    ,
    Boxuan Zhang
    ,
    Yuchen Wan
    , Lingling Zhang,
    YiXing Yao
    ,
    Bifan Wei
    ,
    Yaqiang Wu
    ,
    Jun Liu
  9. PhysPRM: A Generative Process Reward Model with Fine-grained Diagnosis for Physics Problem Solving
    ACL 2026 ·
    Yuxuan Dong
    ,
    Xinyu Zhang
    , Lingling Zhang,
    Han Lai
    ,
    Pengyu Li
    ,
    Bifan Wei
    ,
    Yaqiang Wu
    ,
    Jun Liu
  10. ST-SAM: Multimodal Scene Text Segmentation with Dense Visual and Sparse Textual Prompts via SAM
    AAAI 2026 ·
    Jin Wei
    ,
    Yaqiang Wu
    ,
    Jiayi Yan
    ,
    Zeng Li
    ,
    Zhen Xu
    ,
    Yu Zhou
    , Lingling Zhang,
    Qianying Wang
  11. Causal-R: A Causal-Reasoning Geometry Problem Solver for Optimized Solution Exploration
    NeurIPS 2025 ·
    Wenjun Wu
    , Lingling Zhang,
    Bo Zhao
    ,
    Muye Huang
    ,
    QianYing Wang
    ,
    Jun Liu
  12. ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding
    NeurIPS 2025 ·
    Muye Huang
    , Lingling Zhang,
    Jie Ma
    ,
    Han Lai
    ,
    Fangzhi Xu
    ,
    Yifei Li
    ,
    Wenjun Wu
    ,
    Yaqiang Wu
    ,
    Jun Liu
  13. CoFFT: Chain of Foresight-Focus Thought for Visual Language Models
    NeurIPS 2025 ·
    Xinyu Zhang
    ,
    Yuxuan Dong
    , Lingling Zhang,
    Chengyou Jia
    ,
    Zhuohang Dang
    ,
    Basura Fernando
    ,
    Jun Liu
    ,
    Mike Zheng Shou
  14. Cognitive Predictive Coding Network: Rethinking the Generalization in Raven's Progressive Matrices
    ACM MM 2025 ·
    Xinyu Zhang
    , Lingling Zhang,
    Yanrui Wu
    ,
    Muye Huang
    ,
    Jun Liu
  15. Diagram-Driven Course Questions Generation
    EMNLP 2025 ·
    Xinyu Zhang
    , Lingling Zhang,
    Yanrui Wu
    ,
    Muye Huang
    ,
    Wenjun Wu
    ,
    Bo Li
    ,
    Shaowei Wang
    ,
    Basura Fernando
    ,
    Jun Liu
  16. EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding
    AAAI 2025 ·
    Muye Huang
    ,
    Han Lai
    ,
    Xinyu Zhang
    ,
    Wenjun Wu
    ,
    Jie Ma
    , Lingling Zhang,
    Jun Liu
  17. GlFoMR: A Glance-then-Focus Multimodal Reasoning Framework for Diagram Question Answering
    SIGIR 2025 ·
    Yaxian Wang
    ,
    Bifan Wei
    ,
    Jun Liu
    , Lingling Zhang,
    Shuting He
    ,
    Jun Li
    ,
    Qika Lin
  18. PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
    ACL 2025 ·
    Xinyu Zhang
    ,
    Yuxuan Dong
    ,
    Yanrui Wu
    ,
    Jiaxing Huang
    ,
    Chengyou Jia
    ,
    Basura Fernando
    ,
    Mike Zheng Shou
    , Lingling Zhang,
    Jun Liu
  19. SAGE: Scale-Aware Gradual Evolution for Continual Knowledge Graph Embedding
    SIGKDD 2025 ·
    Yifei Li
    , Lingling Zhang,
    Hang Yan
    ,
    Tianzhe Zhao
    ,
    Zihan Ma
    ,
    Muye Huang
    ,
    Jun Liu
  20. A Symbolic Rule Integration Framework with Logic Transformer for Inductive Relation Prediction
    WWW 2024 ·
    Yudai Pan
    ,
    Jun Liu
    ,
    Tianzhe Zhao
    , Lingling Zhang,
    Yun Lin
    ,
    Jin Song Dong
  21. CoG-DQA: Chain-of-Guiding Learning with Large Language Models for Diagram Question Answering
    CVPR 2024 ·
    Shaowei Wang
    , Lingling Zhang,
    Longji Zhu
    ,
    Tao Qin
    ,
    Kim-Hui Yap
    ,
    Xinyu Zhang
    ,
    Jun Liu
  22. Contrastive Graph Representations for Logical Formulas Embedding (Extended Abstract)
    ICDE 2024 ·
    Qika Lin
    ,
    Jun Liu
    , Lingling Zhang,
    Yudai Pan
    ,
    Xin Hu
    ,
    Fangzhi Xu
    ,
    Hongwei Zeng
  23. E-GPS: Explainable Geometry Problem Solving via Top-Down Solver and Bottom-Up Generator
    CVPR 2024 ·
    Wenjun Wu
    , Lingling Zhang,
    Jun Liu
    ,
    Xi Tang
    ,
    Yaxian Wang
    ,
    Shaowei Wang
    ,
    Qianying Wang
  24. When Phrases Meet Probabilities: Enabling Open Relation Extraction with Cooperating Large Language Models
    ACL 2024 ·
    Jiaxin Wang
    , Lingling Zhang,
    Wee Sun Lee
    ,
    Yujie Zhong
    ,
    Liwei Kang
    ,
    Jun Liu